Pandas Profiling Report

Dataset statistics

Number of variables	12
Number of observations	641
Missing cells	628
Missing cells (%)	8.2%
Duplicate rows	2
Duplicate rows (%)	0.3%
Total size in memory	60.2 KiB
Average record size in memory	96.2 B

Variable types

Numeric	10
Categorical	2

Alerts

Dataset has 2 (0.3%) duplicate rows	Duplicates
`p` is highly overall correlated with `cc` and 1 other fields	High correlation
`t` is highly overall correlated with `s`	High correlation
`ts` is highly overall correlated with `td`	High correlation
`td` is highly overall correlated with `ts`	High correlation
`cc` is highly overall correlated with `p`	High correlation
`pp` is highly overall correlated with `p`	High correlation
`s` is highly overall correlated with `t`	High correlation
`cc` has 89 (13.9%) missing values	Missing
`pp` has 526 (82.1%) missing values	Missing

Reproduction

Analysis started	2023-12-29 11:52:25.773157
Analysis finished	2023-12-29 11:52:31.115757
Duration	5.34 seconds
Software version	ydata-profiling v0.0.dev0
Download configuration	config.json

e
Real number (ℝ)

Distinct	52
Distinct (%)	8.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	40.984399

Minimum	18
Maximum	71
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.1 KiB

Quantile statistics

Minimum	18
5-th percentile	22
Q1	31
median	41
Q3	50
95-th percentile	60
Maximum	71
Range	53
Interquartile range (IQR)	19

Descriptive statistics

Standard deviation	11.926588
Coefficient of variation (CV)	0.29100312
Kurtosis	-0.91294798
Mean	40.984399
Median Absolute Deviation (MAD)	10
Skewness	0.042576109
Sum	26271
Variance	142.24351
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
50	25	3.9%
52	24	3.7%
47	24	3.7%
43	24	3.7%
38	23	3.6%
24	22	3.4%
51	21	3.3%
33	20	3.1%
41	19	3.0%
46	19	3.0%
Other values (42)	420	65.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
18	2	0.3%
19	3	0.5%
20	5	0.8%
21	8	1.2%
22	17	2.7%
23	10	1.6%
24	22	3.4%
25	16	2.5%
26	19	3.0%
27	15	2.3%

Value	Count	Frequency (%)
71	1	0.2%
70	3	0.5%
69	1	0.2%
66	1	0.2%
65	3	0.5%
64	3	0.5%
63	2	0.3%
62	2	0.3%
61	9	1.4%
60	10	1.6%

s
Categorical

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	5.1 KiB

1	442
2	199

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	641
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	2
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	442	69.0%
2	199	31.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	442	69.0%
2	199	31.0%

Most occurring characters

Value	Count	Frequency (%)
1	442	69.0%
2	199	31.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	641	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	442	69.0%
2	199	31.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	641	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	442	69.0%
2	199	31.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	641	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	442	69.0%
2	199	31.0%

u
Categorical

Distinct	4
Distinct (%)	0.6%
Missing	5
Missing (%)	0.8%
Memory size	5.1 KiB

1.0	402
4.0	117
3.0	59
2.0	58

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1908
Distinct characters	6
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	1.0
3rd row	1.0
4th row	1.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
1.0	402	62.7%
4.0	117	18.3%
3.0	59	9.2%
2.0	58	9.0%
(Missing)	5	0.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1.0	402	63.2%
4.0	117	18.4%
3.0	59	9.3%
2.0	58	9.1%

Most occurring characters

Value	Count	Frequency (%)
.	636	33.3%
0	636	33.3%
1	402	21.1%
4	117	6.1%
3	59	3.1%
2	58	3.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1272	66.7%
Other Punctuation	636	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	636	50.0%
1	402	31.6%
4	117	9.2%
3	59	4.6%
2	58	4.6%

Other Punctuation

Value	Count	Frequency (%)
.	636	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1908	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	636	33.3%
0	636	33.3%
1	402	21.1%
4	117	6.1%
3	59	3.1%
2	58	3.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1908	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	636	33.3%
0	636	33.3%
1	402	21.1%
4	117	6.1%
3	59	3.1%
2	58	3.0%

p
Real number (ℝ)

Distinct	310
Distinct (%)	48.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	70.332112

Minimum	40.5
Maximum	124.5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.1 KiB

Quantile statistics

Minimum	40.5
5-th percentile	52
Q1	61.4
median	69
Q3	78
95-th percentile	96.25
Maximum	124.5
Range	84
Interquartile range (IQR)	16.6

Descriptive statistics

Standard deviation	13.180143
Coefficient of variation (CV)	0.18739865
Kurtosis	0.57590567
Mean	70.332112
Median Absolute Deviation (MAD)	8.45
Skewness	0.69917326
Sum	45082.884
Variance	173.71617
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
62	14	2.2%
63	14	2.2%
73	13	2.0%
74	12	1.9%
69	11	1.7%
68	11	1.7%
64	11	1.7%
58	10	1.6%
71	10	1.6%
60	10	1.6%
Other values (300)	525	81.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
40.5	1	0.2%
41	1	0.2%
42	2	0.3%
43	1	0.2%
45.2	1	0.2%
46.7	1	0.2%
47.7	1	0.2%
47.95	1	0.2%
48	2	0.3%
48.1	1	0.2%

Value	Count	Frequency (%)
124.5	1	0.2%
112.3	1	0.2%
110	1	0.2%
109.9	1	0.2%
109	1	0.2%
108	1	0.2%
107.8	1	0.2%
106.75	2	0.3%
105	1	0.2%
104	1	0.2%

t
Real number (ℝ)

Distinct	45
Distinct (%)	7.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.6015757

Minimum	1.38
Maximum	1.91
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.1 KiB

Quantile statistics

Minimum	1.38
5-th percentile	1.48
Q1	1.54
median	1.59
Q3	1.66
95-th percentile	1.75
Maximum	1.91
Range	0.53
Interquartile range (IQR)	0.12

Descriptive statistics

Standard deviation	0.085736775
Coefficient of variation (CV)	0.053532766
Kurtosis	0.12127825
Mean	1.6015757
Median Absolute Deviation (MAD)	0.06
Skewness	0.52046523
Sum	1026.61
Variance	0.0073507947
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=45)

Value	Count	Frequency (%)
1.54	33	5.1%
1.6	33	5.1%
1.55	32	5.0%
1.56	32	5.0%
1.57	31	4.8%
1.52	30	4.7%
1.59	29	4.5%
1.58	25	3.9%
1.5	25	3.9%
1.62	25	3.9%
Other values (35)	346	54.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.38	1	0.2%
1.42	1	0.2%
1.43	2	0.3%
1.44	5	0.8%
1.45	7	1.1%
1.47	12	1.9%
1.48	11	1.7%
1.49	11	1.7%
1.5	25	3.9%
1.51	20	3.1%

Value	Count	Frequency (%)
1.91	1	0.2%
1.89	2	0.3%
1.85	1	0.2%
1.83	3	0.5%
1.82	5	0.8%
1.81	1	0.2%
1.8	1	0.2%
1.79	4	0.6%
1.78	5	0.8%
1.77	3	0.5%

ts
Real number (ℝ)

Distinct	81
Distinct (%)	12.7%
Missing	4
Missing (%)	0.6%
Infinite	0
Infinite (%)	0.0%
Mean	118.74882

Minimum	80
Maximum	185
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.1 KiB

Quantile statistics

Minimum	80
5-th percentile	96
Q1	107
median	118
Q3	128
95-th percentile	148
Maximum	185
Range	105
Interquartile range (IQR)	21

Descriptive statistics

Standard deviation	15.952258
Coefficient of variation (CV)	0.13433614
Kurtosis	0.4895311
Mean	118.74882
Median Absolute Deviation (MAD)	10
Skewness	0.59537012
Sum	75643
Variance	254.47455
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
120	35	5.5%
100	27	4.2%
110	25	3.9%
121	22	3.4%
117	20	3.1%
123	19	3.0%
124	17	2.7%
111	16	2.5%
108	16	2.5%
105	16	2.5%
Other values (71)	424	66.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
80	1	0.2%
84	1	0.2%
85	1	0.2%
86	1	0.2%
87	3	0.5%
88	1	0.2%
89	1	0.2%
90	6	0.9%
91	1	0.2%
92	3	0.5%

Value	Count	Frequency (%)
185	1	0.2%
170	1	0.2%
165	2	0.3%
164	1	0.2%
163	2	0.3%
162	2	0.3%
160	4	0.6%
159	1	0.2%
158	1	0.2%
155	1	0.2%

td
Real number (ℝ)

Distinct	49
Distinct (%)	7.7%
Missing	4
Missing (%)	0.6%
Infinite	0
Infinite (%)	0.0%
Mean	75.356358

Minimum	50
Maximum	115
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.1 KiB

Quantile statistics

Minimum	50
5-th percentile	60
Q1	70
median	75
Q3	81
95-th percentile	89
Maximum	115
Range	65
Interquartile range (IQR)	11

Descriptive statistics

Standard deviation	8.8788232
Coefficient of variation (CV)	0.11782447
Kurtosis	0.3589601
Mean	75.356358
Median Absolute Deviation (MAD)	6
Skewness	0.036133242
Sum	48002
Variance	78.833501
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
70	50	7.8%
80	37	5.8%
75	29	4.5%
81	28	4.4%
77	28	4.4%
73	27	4.2%
72	26	4.1%
60	24	3.7%
74	23	3.6%
69	22	3.4%
Other values (39)	343	53.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
50	2	0.3%
51	2	0.3%
52	1	0.2%
53	1	0.2%
54	1	0.2%
56	2	0.3%
57	2	0.3%
58	2	0.3%
59	3	0.5%
60	24	3.7%

Value	Count	Frequency (%)
115	1	0.2%
103	1	0.2%
99	2	0.3%
98	1	0.2%
96	3	0.5%
94	3	0.5%
93	1	0.2%
92	2	0.3%
91	4	0.6%
90	13	2.0%

gs
Real number (ℝ)

Distinct	81
Distinct (%)	12.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	96.377535

Minimum	64
Maximum	378
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.1 KiB

Quantile statistics

Minimum	64
5-th percentile	76
Q1	84
median	90
Q3	98
95-th percentile	135
Maximum	378
Range	314
Interquartile range (IQR)	14

Descriptive statistics

Standard deviation	29.92085
Coefficient of variation (CV)	0.31045461
Kurtosis	30.051489
Mean	96.377535
Median Absolute Deviation (MAD)	7
Skewness	4.8604598
Sum	61778
Variance	895.25724
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
85	33	5.1%
93	27	4.2%
86	27	4.2%
88	27	4.2%
87	26	4.1%
95	25	3.9%
89	23	3.6%
83	22	3.4%
90	21	3.3%
80	21	3.3%
Other values (71)	389	60.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
64	1	0.2%
66	2	0.3%
71	4	0.6%
72	6	0.9%
73	8	1.2%
74	4	0.6%
75	6	0.9%
76	14	2.2%
77	10	1.6%
78	9	1.4%

Value	Count	Frequency (%)
378	1	0.2%
317	1	0.2%
303	2	0.3%
262	1	0.2%
256	1	0.2%
255	2	0.3%
243	1	0.2%
236	1	0.2%
216	1	0.2%
208	1	0.2%

c
Real number (ℝ)

Distinct	150
Distinct (%)	23.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	186.69111

Minimum	85
Maximum	356
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.1 KiB

Quantile statistics

Minimum	85
5-th percentile	133
Q1	159
median	182
Q3	211
95-th percentile	247
Maximum	356
Range	271
Interquartile range (IQR)	52

Descriptive statistics

Standard deviation	38.343897
Coefficient of variation (CV)	0.20538684
Kurtosis	1.061402
Mean	186.69111
Median Absolute Deviation (MAD)	25
Skewness	0.58430747
Sum	119669
Variance	1470.2544
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
175	13	2.0%
204	12	1.9%
173	11	1.7%
176	11	1.7%
167	11	1.7%
161	11	1.7%
172	10	1.6%
158	10	1.6%
187	10	1.6%
242	10	1.6%
Other values (140)	532	83.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
85	1	0.2%
94	2	0.3%
97	1	0.2%
99	3	0.5%
108	1	0.2%
109	1	0.2%
110	1	0.2%
115	1	0.2%
117	2	0.3%
119	2	0.3%

Value	Count	Frequency (%)
356	1	0.2%
347	1	0.2%
341	1	0.2%
316	1	0.2%
302	1	0.2%
301	1	0.2%
295	1	0.2%
290	1	0.2%
282	1	0.2%
281	1	0.2%

hdl
Real number (ℝ)

Distinct	57
Distinct (%)	8.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	43.872075

Minimum	21
Maximum	96
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.1 KiB

Quantile statistics

Minimum	21
5-th percentile	29
Q1	37
median	43
Q3	50
95-th percentile	63
Maximum	96
Range	75
Interquartile range (IQR)	13

Descriptive statistics

Standard deviation	10.635841
Coefficient of variation (CV)	0.24242849
Kurtosis	2.243345
Mean	43.872075
Median Absolute Deviation (MAD)	7
Skewness	1.0082697
Sum	28122
Variance	113.12111
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
43	35	5.5%
42	32	5.0%
40	31	4.8%
39	29	4.5%
46	28	4.4%
45	26	4.1%
41	23	3.6%
33	22	3.4%
34	21	3.3%
50	21	3.3%
Other values (47)	373	58.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
21	1	0.2%
24	3	0.5%
25	3	0.5%
26	1	0.2%
27	10	1.6%
28	12	1.9%
29	6	0.9%
30	11	1.7%
31	19	3.0%
32	15	2.3%

Value	Count	Frequency (%)
96	1	0.2%
93	2	0.3%
84	1	0.2%
79	1	0.2%
78	1	0.2%
77	1	0.2%
76	1	0.2%
74	1	0.2%
72	2	0.3%
70	2	0.3%

cc
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	128
Distinct (%)	23.2%
Missing	89
Missing (%)	13.9%
Infinite	0
Infinite (%)	0.0%
Mean	89.47587

Minimum	52
Maximum	123
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.1 KiB

Quantile statistics

Minimum	52
5-th percentile	70
Q1	82
median	89
Q3	97
95-th percentile	109
Maximum	123
Range	71
Interquartile range (IQR)	15

Descriptive statistics

Standard deviation	11.893636
Coefficient of variation (CV)	0.13292562
Kurtosis	-0.06237426
Mean	89.47587
Median Absolute Deviation (MAD)	8
Skewness	0.030935481
Sum	49390.68
Variance	141.45857
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
95	24	3.7%
93	19	3.0%
90	19	3.0%
102	19	3.0%
84	18	2.8%
85	18	2.8%
89	17	2.7%
82	16	2.5%
96	14	2.2%
76	14	2.2%
Other values (118)	374	58.3%
(Missing)	89	13.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
52	1	0.2%
53	1	0.2%
55	1	0.2%
57	1	0.2%
60	1	0.2%
65	1	0.2%
66	4	0.6%
67	3	0.5%
68	2	0.3%
69	9	1.4%

Value	Count	Frequency (%)
123	1	0.2%
121	1	0.2%
119	2	0.3%
118	1	0.2%
117	4	0.6%
116	1	0.2%
115	4	0.6%
114	1	0.2%
113	1	0.2%
112	1	0.2%

pp
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	23
Distinct (%)	20.0%
Missing	526
Missing (%)	82.1%
Infinite	0
Infinite (%)	0.0%
Mean	34.797826

Minimum	19
Maximum	42
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.1 KiB

Quantile statistics

Minimum	19
5-th percentile	30
Q1	32
median	35
Q3	37
95-th percentile	40
Maximum	42
Range	23
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	3.6710364
Coefficient of variation (CV)	0.10549614
Kurtosis	2.2192141
Mean	34.797826
Median Absolute Deviation (MAD)	2.4
Skewness	-0.66642513
Sum	4001.75
Variance	13.476508
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
35	14	2.2%
32	14	2.2%
36	11	1.7%
37	10	1.6%
31	8	1.2%
39	8	1.2%
40	8	1.2%
30	7	1.1%
34	7	1.1%
33	7	1.1%
Other values (13)	21	3.3%
(Missing)	526	82.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19	1	0.2%
24	1	0.2%
27.5	1	0.2%
30	7	1.1%
31	8	1.2%
32	14	2.2%
32.9	2	0.3%
33	7	1.1%
33.6	2	0.3%
34	7	1.1%

Value	Count	Frequency (%)
42	2	0.3%
41.15	1	0.2%
41	2	0.3%
40	8	1.2%
39	8	1.2%
38	4	0.6%
37.4	1	0.2%
37	10	1.6%
36	11	1.7%
35.9	1	0.2%

Auto

Heatmap
Table

	e	p	t	ts	td	gs	c	hdl	cc	pp	s	u
e	1.000	0.060	-0.205	0.282	0.145	0.328	0.307	0.116	0.203	-0.268	0.099	0.000
p	0.060	1.000	0.453	0.382	0.339	0.258	0.052	-0.297	0.808	0.545	0.304	0.096
t	-0.205	0.453	1.000	0.084	0.082	-0.017	-0.079	-0.151	0.152	0.127	0.657	0.070
ts	0.282	0.382	0.084	1.000	0.766	0.269	0.118	-0.096	0.354	0.234	0.120	0.069
td	0.145	0.339	0.082	0.766	1.000	0.151	0.128	-0.113	0.304	0.157	0.000	0.000
gs	0.328	0.258	-0.017	0.269	0.151	1.000	0.064	-0.174	0.271	0.022	0.086	0.000
c	0.307	0.052	-0.079	0.118	0.128	0.064	1.000	0.295	0.132	0.017	0.118	0.066
hdl	0.116	-0.297	-0.151	-0.096	-0.113	-0.174	0.295	1.000	-0.221	-0.281	0.217	0.000
cc	0.203	0.808	0.152	0.354	0.304	0.271	0.132	-0.221	1.000	0.420	0.132	0.092
pp	-0.268	0.545	0.127	0.234	0.157	0.022	0.017	-0.281	0.420	1.000	0.285	0.137
s	0.099	0.304	0.657	0.120	0.000	0.086	0.118	0.217	0.132	0.285	1.000	0.108
u	0.000	0.096	0.070	0.069	0.000	0.000	0.066	0.000	0.092	0.137	0.108	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	e	s	u	p	t	ts	td	gs	c	hdl	cc	pp
0	18	1	1.0	62.0	1.55	101.0	70.0	85	188	53	81.0	NaN
1	18	2	1.0	70.0	1.67	93.0	63.0	86	155	54	90.0	NaN
2	19	1	1.0	56.0	1.58	109.0	73.0	93	143	60	67.0	33.6
3	19	1	1.0	52.2	1.59	108.0	75.0	93	143	60	67.0	33.6
4	19	1	1.0	53.0	1.54	118.0	72.0	83	146	52	73.0	NaN
5	20	2	1.0	62.0	1.69	90.0	60.0	64	163	37	72.0	NaN
6	20	2	1.0	61.8	1.78	106.0	72.0	99	146	35	74.0	31.0
7	20	2	1.0	60.5	1.78	109.0	62.0	99	146	35	75.0	31.0
8	20	2	1.0	59.0	1.71	117.0	74.0	84	194	46	78.2	NaN
9	21	1	1.0	48.1	1.57	99.0	64.0	92	167	39	72.5	NaN

	e	s	u	p	t	ts	td	gs	c	hdl	cc	pp
631	64	1	4.0	74.000	1.45	120.0	70.0	157	302	49	111.00	NaN
632	64	1	4.0	60.000	1.49	100.0	70.0	90	232	64	NaN	NaN
633	69	1	4.0	77.000	1.52	110.0	50.0	138	137	25	110.00	30.0
634	70	2	4.0	62.700	1.53	120.0	64.0	208	170	53	57.00	33.0
635	70	1	4.0	94.000	1.51	120.0	60.0	176	163	32	76.00	36.0
636	35	2	NaN	78.000	1.69	129.0	86.0	79	221	36	98.20	NaN
637	36	1	NaN	99.000	1.68	125.0	88.0	100	189	50	117.00	37.4
638	41	2	NaN	71.875	1.64	100.0	64.0	81	204	33	88.75	39.0
639	42	2	NaN	63.300	1.69	121.0	75.0	80	230	48	83.00	NaN
640	44	1	NaN	93.600	1.52	120.0	71.0	104	175	46	108.00	NaN

Most frequently occurring

	e	s	u	p	t	ts	td	gs	c	hdl	cc	pp	# duplicates
0	22	2	1.0	62.3	1.71	106.0	76.0	76	149	34	81.0	NaN	2
1	58	1	3.0	78.4	1.50	160.0	80.0	95	211	43	109.0	NaN	2

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Missing values

Sample

Duplicate rows

Most frequently occurring